BIDS Dataset Citation Analysis Overview
Network Analysis
Dataset Network (UMAP)
Datasets positioned using UMAP coordinates, colored by research clusters. Hover to see details.Citation Network
High-confidence citations clustered by similarity. Hover to see citation details.Research Bridge Analysis
Research Theme Analysis
Word clouds showing key terms for each research theme cluster identified through UMAP analysis. Larger terms indicate higher frequency and importance within the theme.
Research Theme 0 - Core EEG
Primary neuroscience datasets
Research Theme 1 - Audio & Stimulation
Auditory processing studies
Research Theme 2 - Task Performance
Cognitive and behavioral tasks
Research Theme 3 - BIDS Data
Dataset infrastructure studies
Data Export & External Tools
Network Analysis Tools
Export network data for advanced analysis in specialized tools:
Data Tables
Download analysis results as CSV files:
Export Information
Gephi (GEXF)
Best for: Large network visualization, layout algorithms, community detection
Cytoscape (CX)
Best for: Biological networks, pathway analysis, advanced styling
GraphML
Best for: Universal format, programmatic analysis, custom tools